Provide access to hardware-based compute accelerators such as Graphics Processing Units (GPUs) or Field Programmable Gate Arrays (FPGAs). [Source: AWS]

Big data analytics is the often complex process of examining large and varied data sets, or big data, to uncover information -- such as hidden patterns, unknown correlations, market trends and customer preferences -- that can help organizations make informed business decisions. [Source: TechTarget]

Work with IoT data faster to extract value from your IoT data. [Source: AWS]

In the fields of information technology and systems management, application performance management (APM) is the monitoring and management of performance and availability of software applications. APM strives to detect and diagnose complex application performance problems to maintain an expected level of service.

Application Services (often used instead of application management services or application services management) are a pool of services such as load balancing, application performance monitoring, application acceleration, autoscaling, micro‑segmentation, service proxy and service discovery needed to optimally deploy, run and improve applications. [Source: Avi]

Authentication is a key mechanism for information security that establish proof of identities to get access of information in the system. Authorization is an important identity service to avoid unauthorized access to cloud resources. [Source: Pratiba, et al]

Automated machine learning (AutoML) is the process of automating the process of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model. AutoML was proposed as an artificial intelligence-based solution to the ever-growing challenge of applying machine learning. [Source: Wikipedia]